Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895800739> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2895800739 endingPage "662" @default.
- W2895800739 startingPage "655" @default.
- W2895800739 abstract "In order to prevent accidents, it is important that the administrators of large-scale facilities or event organizers be able to analyze and predict human flow. Time series prediction is generally used for such situations. However, some cases have no historical data available such as the construction of new stadium. In such cases, the multi-agent simulator (MAS) is useful for generating sufficient simulation data to support the assessment of navigation plans, and predictions can be made more accurate by comparing simulation results to monitored data. In this paper, to predict the number of passengers at the multiple observation points, we use simulation data (generated by MAS) as a learning dataset for long short-term memory (LSTM). To compare the prediction accuracy of the proposed approach, we use the real world data collected at the music live events. In addition, for the comparison, we use the nearest neighbor approach that searches the most similar result from the pre-simulated results and predicts the human flow." @default.
- W2895800739 created "2018-10-26" @default.
- W2895800739 creator A5001502780 @default.
- W2895800739 creator A5021061461 @default.
- W2895800739 creator A5022199266 @default.
- W2895800739 creator A5026183814 @default.
- W2895800739 date "2018-01-01" @default.
- W2895800739 modified "2023-09-27" @default.
- W2895800739 title "Time-Series Predictions for People-Flow with Simulation Data" @default.
- W2895800739 cites W1986555024 @default.
- W2895800739 cites W2064675550 @default.
- W2895800739 cites W2150355110 @default.
- W2895800739 cites W2782718132 @default.
- W2895800739 cites W4241115065 @default.
- W2895800739 doi "https://doi.org/10.1007/978-3-030-03098-8_53" @default.
- W2895800739 hasPublicationYear "2018" @default.
- W2895800739 type Work @default.
- W2895800739 sameAs 2895800739 @default.
- W2895800739 citedByCount "0" @default.
- W2895800739 crossrefType "book-chapter" @default.
- W2895800739 hasAuthorship W2895800739A5001502780 @default.
- W2895800739 hasAuthorship W2895800739A5021061461 @default.
- W2895800739 hasAuthorship W2895800739A5022199266 @default.
- W2895800739 hasAuthorship W2895800739A5026183814 @default.
- W2895800739 hasConcept C119857082 @default.
- W2895800739 hasConcept C121332964 @default.
- W2895800739 hasConcept C124101348 @default.
- W2895800739 hasConcept C143724316 @default.
- W2895800739 hasConcept C151406439 @default.
- W2895800739 hasConcept C151730666 @default.
- W2895800739 hasConcept C154945302 @default.
- W2895800739 hasConcept C2524010 @default.
- W2895800739 hasConcept C2778539849 @default.
- W2895800739 hasConcept C2779662365 @default.
- W2895800739 hasConcept C33923547 @default.
- W2895800739 hasConcept C38349280 @default.
- W2895800739 hasConcept C41008148 @default.
- W2895800739 hasConcept C62520636 @default.
- W2895800739 hasConcept C67186912 @default.
- W2895800739 hasConcept C77088390 @default.
- W2895800739 hasConcept C86803240 @default.
- W2895800739 hasConceptScore W2895800739C119857082 @default.
- W2895800739 hasConceptScore W2895800739C121332964 @default.
- W2895800739 hasConceptScore W2895800739C124101348 @default.
- W2895800739 hasConceptScore W2895800739C143724316 @default.
- W2895800739 hasConceptScore W2895800739C151406439 @default.
- W2895800739 hasConceptScore W2895800739C151730666 @default.
- W2895800739 hasConceptScore W2895800739C154945302 @default.
- W2895800739 hasConceptScore W2895800739C2524010 @default.
- W2895800739 hasConceptScore W2895800739C2778539849 @default.
- W2895800739 hasConceptScore W2895800739C2779662365 @default.
- W2895800739 hasConceptScore W2895800739C33923547 @default.
- W2895800739 hasConceptScore W2895800739C38349280 @default.
- W2895800739 hasConceptScore W2895800739C41008148 @default.
- W2895800739 hasConceptScore W2895800739C62520636 @default.
- W2895800739 hasConceptScore W2895800739C67186912 @default.
- W2895800739 hasConceptScore W2895800739C77088390 @default.
- W2895800739 hasConceptScore W2895800739C86803240 @default.
- W2895800739 hasLocation W28958007391 @default.
- W2895800739 hasOpenAccess W2895800739 @default.
- W2895800739 hasPrimaryLocation W28958007391 @default.
- W2895800739 hasRelatedWork W154563054 @default.
- W2895800739 hasRelatedWork W162775576 @default.
- W2895800739 hasRelatedWork W2026039762 @default.
- W2895800739 hasRelatedWork W2243352493 @default.
- W2895800739 hasRelatedWork W2255023369 @default.
- W2895800739 hasRelatedWork W2561033397 @default.
- W2895800739 hasRelatedWork W2584696865 @default.
- W2895800739 hasRelatedWork W2584853084 @default.
- W2895800739 hasRelatedWork W2609007592 @default.
- W2895800739 hasRelatedWork W2739776117 @default.
- W2895800739 hasRelatedWork W2810804011 @default.
- W2895800739 hasRelatedWork W2857892553 @default.
- W2895800739 hasRelatedWork W2908436424 @default.
- W2895800739 hasRelatedWork W2999399375 @default.
- W2895800739 hasRelatedWork W3165173652 @default.
- W2895800739 hasRelatedWork W3185660165 @default.
- W2895800739 hasRelatedWork W3208808915 @default.
- W2895800739 hasRelatedWork W567097290 @default.
- W2895800739 hasRelatedWork W581697341 @default.
- W2895800739 hasRelatedWork W3119540497 @default.
- W2895800739 isParatext "false" @default.
- W2895800739 isRetracted "false" @default.
- W2895800739 magId "2895800739" @default.
- W2895800739 workType "book-chapter" @default.